Liam froze, the remote control clattering to the floor. The request was from Kevin, Kevin who had a knack for making his life miserable during middle school. He felt a wave of disorientation wash over him. He sank back onto the couch, the fabric scratching against his skin. This felt surreal.

The living room seemed smaller, the walls closing in. He stared at the screen, the cursor blinking expectantly next to the ‘Accept’ button. His mind raced, replaying scenes of taunts and humiliation. He closed his eyes, took a deep breath, and then opened them again. The notification was still there, taunting him. The silence in the room was now a heavy blanket.

Emotion: puzzled

Cluster: Surprise / Confusion
PC1 (Valence): -1.17 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion puzzled. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 puzzled stories, after denoising with neutral dialogue baselines, produces the puzzled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the puzzled vector is projected through the unembedding matrix.

Promoted:
que0.453
🤔0.421
🤔0.402
🧐0.328
a0.294
Suppressed:
ecstatic-0.265
gladly-0.238
swiftly-0.237
alleviate-0.234
wholeheartedly-0.232